MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 6 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49101 |
anki-mcp
Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
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| 49102 |
linkedin-mcp
Claim
Enables AI agents to publish posts, images, comments, and reactions to LinkedIn…
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| 49103 |
spotify-mcp-server
Claim
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
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| 49104 |
Enables AI agents to create and manage collaborative whiteboards with sticky no…
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| 49105 |
MCP Server Prototypes
Claim
Provides three MCP servers for interacting with Excel files, PDF documents, and…
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| 49106 |
internal-swagger-mcp
Claim
Enables AI agents to search and retrieve API documentation from an internal Swa…
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| 49107 |
clean-search-mcp
Claim
A lightweight MCP service that provides clean, spam-free search results for AI …
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| 49108 |
reflow-mcp
Claim
A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
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| 49109 |
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
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| 49110 |
FreshBooks MCP Server
Claim
Provides 29 tools for Claude to query and update FreshBooks directly, including…
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| 49111 |
getxapi-mcp
Claim
The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
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| 49112 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 49113 |
sienge-mcp
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| 49114 |
Searchable football data provider docs for AI coding agents.
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| 49115 |
Paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts,…
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| 49116 |
seedance-mcp
Claim
Enables creating text-to-video tasks using Seedance models, polling task status…
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| 49117 |
ryvo-protocol
Claim
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actio…
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| 49118 |
reddit-monitor
Claim
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| 49119 |
uniprot-link
Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
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| 49120 |
Conduit
Claim
Provides real SEC EDGAR filings as MCP tools, allowing agents to fetch clean, c…
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| 49121 |
mcp-spoonacular
Claim
Provides access to the Spoonacular food API for recipes, nutrition, ingredients…
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| 49122 |
Sri Lanka Payslip
Claim
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
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| 49123 |
binance-intelligence-mcp
Claim
MCP server providing 12 computed intelligence tools for Binance, including accu…
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| 49124 |
control-expert-mcp
Claim
MCP server that enables AI agents to read, edit, and create PLC projects in Eco…
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| 49125 |
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
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| 49126 |
Seedance MCP
Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
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| 49127 |
Recruitee MCP Server
Claim
Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
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| 49128 |
Outline MCP Server
Claim
Enables AI agents to manage documents and collections in Outline wiki through n…
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| 49129 |
MCP Gateway
Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
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| 49130 |
drawx-mcp-server
Claim
Generate draw.io diagrams and architecture designs from natural language, via t…
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| 49131 |
MCP Network Tools
Claim
A secure MCP server for network diagnostics, providing tools like ping, tracero…
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| 49132 |
UniFi MCP Server
Claim
MCP server providing Claude Code with full UniFi network management capabilitie…
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| 49133 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 49134 |
SAY
Claim
Converts family notices (hospital, government, insurance, delivery) into action…
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| 49135 |
mcp-counter-server
Claim
Provides stateful counter tools for AI assistants, enabling accurate counting a…
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| 49136 |
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
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| 49137 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 49138 |
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
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| 49139 |
yksanjo/gmem
Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
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| 49140 |
nasa
Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
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| 49141 |
code-review-mcp
Claim
Local MCP server for Cursor that analyzes code, finds bugs, generates tests and…
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| 49142 |
spotify-mcp-server
Claim
An unofficial MCP server that provides access to Spotify's Web API through the …
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| 49143 |
pubnub-mcp
Claim
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| 49144 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 49145 |
Claude to Gemini CLI MCP
Claim
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
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| 49146 |
thunder-compute
Claim
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| 49147 |
AgentSEO
Claim
Live SEO workflow tools for Claude Code, Codex, and AI agents.
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| 49148 |
Enables video editing operations such as trimming, merging, adding audio/text/e…
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| 49149 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
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| 49150 |
TradingView MCP Bridge
Claim
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
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